LEAD
ORCHESTRATOR / BOUNDED CONTRACTResearch LeadPreparing the first research proposals
READYIDEA TRANSFERLead research is prepared before a bounded idea travels to a Worker.
01 / PARADIGM 1 · DISTILLING EXPERIENCE
Human + Shared Memory
Human discussion, prior findings and Worker evidence are distilled into one durable memory that shapes the next bounded proposal.
SYNCED · SHARED EXPERIENCE
HUMAN RESEARCH SENSEextracted from conversation
EXPLORATION SOLUTIONS00 recorded
02 / PARADIGM 2 · GROUNDING PROPOSALS
Candidate interventions
03
Human proposals enter as candidates. The replay shows which ideas become bounded interventions and which are declined by evidence.
WAITINGVERIFIED · WORKINGVERIFIED · NOT VIABLE
03 / PARADIGM 3 · STAGED REPORTING
Report to Human
05
Each report states what changed, what the evidence says, what remains uncertain and what decision is pending. Silence is not approval.
HUMAN CALIBRATIONWaiting for a completed solution to calibrate.No calibration pulled forward yet.
04 / AI4AI POST-TRAINING REPLAY
Research Lead ↔ five independent Workers
Research is first narrated by the Lead, then transferred as a bounded idea; each Worker acknowledges the idea before Development begins.
00cycles reported00active now
PARADIGM EXPLAINER · §2.3
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FIGURE / SELECTED VIEWthe paper figure associated with this section
01 · DISTILLHuman sense → durable memory
02 · GROUNDHuman idea → bounded proposal
03 · REPORTAgent result → human calibration
04 · AI4AI SYSTEMResearch → Development → Review → Record → Shared MemoryWHAT THIS VIEW SHOWS
REPLAY CONTRACTObserve the boundary between human judgment and agent execution.